I would like to know what is the best for SEO purpose: strict urls or relative urls?

I am not sure, some people say that strict urls are good for SEO because it gives the advantage to optimize the domain name "keyworded" repeated in all urls. Some other people say that relative urls are easier to work with.

Could you please tell me what is the best urls setup and why?

Thank you